刘晓燕,庞雅如,单晓红,孙丽娜. 合作研发与技术交易谁更有利于技术融合:以人工智能多层专利网络为例[J]. 科技进步与对策, 2024, 41(5): 10-18.
Liu Xiaoyan,Pang Yaru,Shan Xiaohong,Sun Lina. Which Is More Conducive to Technology Convergence, Cooperative Innovation or Technology Transaction? An Example of AI Multi-layer Patent Network. SCIENCE & TECHNOLOGY PROGRESS AND POLICY, 2024, 41(5): 10-18.
[1] 宋昱晓,苗红.基于专利的技术融合趋势的驱动因素研究[J].情报杂志,2017,36(12):98-105. [2] ROSENBERG N. Technological change in the machine tool industry, 1840-1910[J]. The Journal of Economic History, 1963, 23(4): 414-443. [3] PENNINGS J M, PURANAM P. Market convergence & firm strategy: new directions for theory and research[C]. ECIS Conference, The Future of Innovation Studies, Eindhoven, Netherlands, 2001. [4] CURRAN C S, LEKER J. Patent indicators for monitoring convergence——examples from NFF and ICT[J]. Technological Forecasting and Social Change, 2011, 78(2): 256-273. [5] HACKLIN F. Management of convergence in innovation: strategies and capabilities for value creation beyond blurring industry boundaries[M]. German:Physica-Verlag GmbH, 2010. [6] KARVONEN M,KAESSI T . Patent citations as a tool for analysing the early stages of convergence[J]. Technological Forecasting & Social Change, 2013, 80(6):1094-1107. [7] 杨晓昕,陈波,张涵.军民融合协同创新、空间关联与国防创新绩效[J].科技进步与对策,2020,37(9):145-152. [8] KIM K. Impact of firms' cooperative innovation strategy on technological convergence performance: the case of Korea's ICT industry[J]. Sustainability, 2017, 9(9): 1601. [9] PARKHE A. Interfirm diversity, organizational learning, and longevity in global strategic alliances[J]. Journal of International Business Studies, 1991, 22(4): 579-601. [10] LIN H. Cross-sector alliances for corporate social responsibility partner heterogeneity moderates environmental strategy outcomes[J]. Journal of Business Ethics, 2012, 110(2): 219-229. [11] CONNER K R, PRAHALAD C K. A resource-based theory of the firm: knowledge versus opportunism[J]. Organization Science, 1996, 7(5): 477-501. [12] HUANG S, CHEN J, LIANG L. How open innovation performance responds to partner heterogeneity in China[J]. Management Decision, 2018,56(1):26-46. [13] KOKA B R, PRESCOTT J E. Designing alliance networks: the influence of network position, environmental change, and strategy on firm performance[J]. Strategic Management Journal, 2008, 29(6): 639-661. [14] 辛冲,陈新,陈海峰. 伙伴异质性与产品创新:被中介的调节模型[J]. 管理科学, 2021, 34(3):107-119. [15] HUANG S, CHEN J, LIANG L. How open innovation performance responds to partner heterogeneity in China[J]. Management Decision, 2018,56(1):26-46. [16] CORSARO D,CANTU C,TUNISINI A . Actors' heterogeneity in innovation networks[J]. Industrial Marketing Management, 2012, 41(5):780-789. [17] 刘刚,殷建瓴,耿天成.产业间距离、技术异质性与企业并购绩效——基于A股上市企业的实证研究[J].中国软科学,2020,35(12):104-116. [18] 张志华,陈向东.企业学习方式、创新能力与创新绩效关系的实证研究[J].系统管理学报,2016,25(5):829-836. [19] 赵国屏.合成生物学:从“造物致用”到产业转化[J].生物工程学报,2022,38(11):4001-4011. [20] HAGEDOORN J, LOKSHIN B, ZOBEL A K. Partner type diversity in alliance portfolios: multiple dimensions, boundary conditions and firm innovation performance[J]. Journal of Management Studies, 2018, 55(5): 809-836. [21] HAO B, YE J, FENG Y, et al. Explicit and tacit synergies between alliance firms and radical innovation:the moderating roles of interfirm technological diversity and environmental technological dynamism[J]. R&D Management, 2020, 50(4): 432-446. [22] 吴菲菲,苍思吉,苗红,等.研发合作研究现状述评与展望——基于管理全过程视角[J].科技进步与对策,2021,38(19):152-160. [23] 史良,曾立,孟斌斌,等.新兴领域知识、技术、产业军民融合发展机理研究[J].公共管理学报,2020,17(1):121-131,174. [24] 赵健宇,付程,袭希.知识嵌入性、知识流动与战略联盟结构升级的关系研究[J].管理评论,2020,32(1):91-106. [25] 沈能,周晶晶.技术异质性视角下的我国绿色创新效率及关键因素作用机制研究:基于Hybrid DEA和结构化方程模型[J].管理工程学报,2018,32(4):46-53. [26] DAS T K, TENG B S. A resource-based theory of strategic alliances[J]. Journal of Management, 2000, 26(1): 31-61. [27] 孙伟,高建,张帏,等.产学研合作模式的制度创新:综合创新体[J].科研管理,2009,30(5):69-75. [28] 汤亚非,邹纲明.我国科技技术市场交易特点的分析[J].科技管理研究,2009,29(12):41-43. [29] 孔庆江,胡峰.论跨国公司对华技术转让中的知识产权战略及其对策[J].法学杂志,2007,28(5):39-42. [30] PENG W,ROBINS G,PATTISON P,et al. Exponential random graph models for multilevel networks[J]. Social Networks, 2013, 35(1):96-115. [31] SNIJDERS T A B, PATTISON P E, ROBINS G L, et al. New specifications for exponential random graph models[J]. Sociological Methodology, 2006, 36(1): 99-153. [32] PENG W,SHARPE K,ROBINS G L,et al. exponential random graph (p*) models for affiliation networks[J]. Social Networks, 2011, 31(1):12-25. [33] WANG P,PATTISON P,ROBINS G . Exponential random graph model specifications for bipartite networks——a dependence hierarchy[J]. Social Networks, 2013, 35(2):211-222. [34] ROBINS G, ELLIOTT P, PATTISON P. Network models for social selection processes[J]. Social Networks, 2001, 23(1): 1-30. [35] 刘艳秋,韩俊敏,王建国,等.人工智能专利技术分布、演化及合作创新网络分析[J].中国科技论坛,2021(3):64-74. [36] 王友发,张茗源,罗建强,等.专利视角下人工智能领域技术机会分析[J].科技进步与对策,2020,37(4):19-26. [37] 刘晓燕,孙丽娜,裘靖文,等.基于多层网络的人工智能领域跨界技术融合[J].复杂系统与复杂性科学,2022,19(1):45-51. [38] 李牧南,王雯殊.基于文本挖掘的人工智能科学主题演进研究[J].情报杂志,2020,39(6):82-88. [39] 苗红,宋昱晓,黄鲁成.基于知识流动网络评价的技术融合趋势研究[J].科技进步与对策,2018,35(6):131-139. [40] 温芳芳.基于专利权人-分类号多重共现分析的全球专利布局研究——以太阳能汽车技术为例[J].现代情报,2017,37(4):165-169. [41] HE X, DONG Y, WU Y, et al. Factors affecting evolution of the interprovincial technology patent trade networks in China based on exponential random graph models[J]. Physica A: Statistical Mechanics and Its Applications, 2019, 514(1): 443-457. [42] WATTS D J, STROGATZ S H. Collective dynamics of "small-world" networks[J]. Nature, 1998,393(4):440-442. [43] DE LAAT M, LALLY V, LIPPONEN L, et al. Investigating patterns of interaction in networked learning and computer-supported collaborative learning: a role for social network analysis[J]. International Journal of Computer-Supported Collaborative Learning, 2007,2(1):87-103.